media literacy is the disciplined evaluation of information, sources, framing, and interpretation.

its purpose is not merely to detect falsehoods, but to understand how claims are produced, selected, presented, amplified, and received; how evidence supports or fails to support them; and how both external influence and one's own biases can distort judgment.

the objective is a defensible model of what is known, what remains uncertain, and how the received information may have shaped that model.

• collect any arguments for all major standpoints.
• continuously seek the most reliable and well-substantiated sources for each standpoint.
• avoid passive consumption; acquire data through targeted queries.
• treat dependent media primarily as a source for propaganda narratives and primary-source artifacts.
• verify claims using multiple independent sources; trace repeated claims upstream to distinguish independent confirmation from common-source repetition.
• test sources on topics you know well.
• do not accept premises without evidence; claims of factuality, rationality, or neutrality are not evidence.
• distinguish fact, interpretation, and speculation.
• detect suggestive framing; assess susceptibility to omission or distortion.
• identify ad-hominem and ridicule replacing substantive argument.
• identify emotional appeals; ask yourself every few minutes what new information has just been provided.
• ask how material could be misleading, including through omission, selective emphasis, decontextualization, sequencing, or implication.
• recognize that you are most easily fooled by yourself, and second most easily by sides you are biased to.
• recognize that humans are biased to believe they understand fully even when key information is missing.
• understand that gut feeling can be completely wrong for abstract or distant issues.
• understand opposing standpoints both factually and empathically to comprehend any standpoint.
• distinguish the reasons of others from your own.
• achieve competence in arguing each standpoint.
• limit trust in credentials to the process that confers them.
• consider avoidance of defense, dialogue, or questioning as a sign that claims may be indefensible.
• acknowledge the information domain as a battlespace alongside land, air, sea, and space.
• prefer primary sources wherever possible; secondary and tertiary reports may already distort maximally.
• consider sources with differing incentives. for example, foreign sources with less incentive to shape narrative for locals.

• source evaluation: credibility, independence, transparency, and basis of authority
• bias detection: political, cultural, cognitive, and commercial bias
• framing analysis: language, imagery, selection, omission, and presentation of facts
• fact verification: cross-checking claims against independent and, where appropriate, primary sources
• content-type distinction: fact vs opinion, news vs advertising, reporting vs commentary
• propaganda recognition: identifying propagandistic intent, techniques, and context
• logical and rhetorical analysis: detecting fallacies, emotional appeals, false equivalences, and substitutes for substantive argument
• third-party influence analysis: identifying how external actors shape, filter, amplify, or distort received information
• misinformation and disinformation identification: distinguishing unintentional falsehoods from deliberate deception and recognizing associated manipulation tactics
• media production awareness: understanding how stories are sourced, selected, edited, and distributed
• audience analysis: recognizing how interpretation varies across different audiences

• mockutainment: media presenting itself in informative formats but primarily aiming to entertain through ridicule, often framing issues for mockery at the expense of depth or accuracy.

• selective omission: highlights some relevant facts while excluding others that materially change interpretation

  • reporting falling unemployment while omitting a recent change in the definition of "employed"
  • cropping a photo to exclude people or objects that alter the meaning of the scene

• temporal distortion: misrepresents when events occurred, presents old material as current, or compresses separate events into a misleading timeline

  • reposting last year's flood photos as if they depict a current storm
  • implying that two separate events happened on the same day

• statistical decontextualization: presents numbers without the denominator, baseline, comparison class, time span, or other context needed to interpret them

  • citing a large percentage increase from a very small base rate
  • using absolute figures where population-adjusted comparisons are materially relevant

• selective sourcing or quotation: chooses experts, witnesses, forecasts, or excerpts that support a preferred interpretation while withholding materially contrary evidence

  • quoting only the most pessimistic forecast from a panel of scientists
  • citing one sentence from a report while ignoring its main conclusion

• false pattern construction: links unrelated, isolated, or insufficiently representative events to imply a broader trend or causal connection

  • linking unrelated crimes to suggest a crime wave
  • treating one extreme weather event as sufficient proof of a permanent climate shift

• false equivalence: presents arguments or evidence of substantially unequal support as if they had comparable evidential standing

  • giving a fringe conspiracy theory the same treatment as well-supported scientific findings
  • presenting a well-established fact as if its factual status remained equally contested

• moral simplification: reduces complex situations to binary moral categories that suppress relevant distinctions, tradeoffs, or uncertainty

  • portraying a policy dispute as purely good vs evil
  • framing a complex conflict entirely as heroes vs villains

• personalization: attributes systemic or multi-causal outcomes primarily to individual actors while obscuring relevant institutional or structural causes

  • blaming a crisis solely on one politician while ignoring institutional failures
  • presenting one ceo as the cause of industry-wide problems

• attention diversion: gives disproportionate attention to trivial, vivid, or emotionally satisfying material at the expense of more consequential issues

  • covering a celebrity scandal instead of major legislative changes
  • centering an animal rescue during a major political crisis

• audience-confirming selection: prioritizes material because it satisfies audience preferences or prior beliefs rather than because of its contextual importance

  • tailoring headlines to confirm political biases
  • emphasizing locally gratifying stories while giving little attention to more consequential external events

• emotional amplification: uses exaggeration, drama, urgency, or salience to intensify emotional response beyond what the underlying information warrants

  • describing a rare event as "on the rise"
  • using "breaking" labels for routine developments

• suggestive ambiguity: implies a conclusion through vague, unattributed, or insinuating language without stating or substantiating the claim clearly

  • using "some say" or "it is believed" without meaningful attribution

  • implying wrongdoing without presenting supporting evidence

wikipedia

• disinformation
• fear, uncertainty, and doubt